Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 2291 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 419.9 KiB |
| Average record size in memory | 187.7 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 13 |
Name has a high cardinality: 2291 distinct values | High cardinality |
Meropenem is highly correlated with Piperacillin-tazobactam and 5 other fields | High correlation |
Piperacillin-tazobactam is highly correlated with Meropenem and 6 other fields | High correlation |
Aztreonam is highly correlated with Ceftriaxone and 3 other fields | High correlation |
Ceftriaxone is highly correlated with Aztreonam and 3 other fields | High correlation |
Ceftaroline is highly correlated with Aztreonam and 3 other fields | High correlation |
Cefepime is highly correlated with Aztreonam and 3 other fields | High correlation |
Ampicillin-sulbactam is highly correlated with Piperacillin-tazobactam | High correlation |
Ceftazidime-avibactam is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftobiprole is highly correlated with Ceftolozane-tazobactam | High correlation |
Imipenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftolozane-tazobactam is highly correlated with Meropenem and 6 other fields | High correlation |
Doripenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftazidime is highly correlated with Aztreonam and 3 other fields | High correlation |
MeroRPX7009_fixed8 is highly correlated with Meropenem and 5 other fields | High correlation |
Meropenem is highly correlated with Piperacillin-tazobactam and 5 other fields | High correlation |
Piperacillin-tazobactam is highly correlated with Meropenem and 6 other fields | High correlation |
Aztreonam is highly correlated with Ceftriaxone and 2 other fields | High correlation |
Ceftriaxone is highly correlated with Aztreonam and 4 other fields | High correlation |
Ceftaroline is highly correlated with Ceftriaxone | High correlation |
Cefepime is highly correlated with Aztreonam and 1 other fields | High correlation |
Ampicillin-sulbactam is highly correlated with Piperacillin-tazobactam | High correlation |
Ceftazidime-avibactam is highly correlated with Meropenem and 6 other fields | High correlation |
Ceftobiprole is highly correlated with Ceftriaxone and 1 other fields | High correlation |
Imipenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftolozane-tazobactam is highly correlated with Meropenem and 7 other fields | High correlation |
Doripenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftazidime is highly correlated with Aztreonam and 3 other fields | High correlation |
MeroRPX7009_fixed8 is highly correlated with Meropenem and 5 other fields | High correlation |
Meropenem is highly correlated with Piperacillin-tazobactam and 5 other fields | High correlation |
Piperacillin-tazobactam is highly correlated with Meropenem and 5 other fields | High correlation |
Aztreonam is highly correlated with Ceftriaxone and 2 other fields | High correlation |
Ceftriaxone is highly correlated with Aztreonam and 3 other fields | High correlation |
Ceftaroline is highly correlated with Ceftriaxone | High correlation |
Cefepime is highly correlated with Aztreonam | High correlation |
Ampicillin-sulbactam is highly correlated with Piperacillin-tazobactam | High correlation |
Ceftazidime-avibactam is highly correlated with Meropenem and 4 other fields | High correlation |
Ceftobiprole is highly correlated with Ceftriaxone | High correlation |
Imipenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftolozane-tazobactam is highly correlated with Meropenem and 5 other fields | High correlation |
Doripenem is highly correlated with Meropenem and 5 other fields | High correlation |
Ceftazidime is highly correlated with Aztreonam and 1 other fields | High correlation |
MeroRPX7009_fixed8 is highly correlated with Meropenem and 3 other fields | High correlation |
Imipenem is highly correlated with MeroRPX7009_fixed8 and 4 other fields | High correlation |
Ceftaroline is highly correlated with Cefepime and 5 other fields | High correlation |
Cefepime is highly correlated with Ceftaroline and 5 other fields | High correlation |
Ceftazidime is highly correlated with Ceftaroline and 7 other fields | High correlation |
MeroRPX7009_fixed8 is highly correlated with Imipenem and 5 other fields | High correlation |
Aztreonam is highly correlated with Ceftaroline and 5 other fields | High correlation |
Doripenem is highly correlated with Imipenem and 5 other fields | High correlation |
Ceftazidime-avibactam is highly correlated with Ceftazidime and 5 other fields | High correlation |
Ceftolozane-tazobactam is highly correlated with Imipenem and 8 other fields | High correlation |
Meropenem is highly correlated with Imipenem and 5 other fields | High correlation |
Ceftobiprole is highly correlated with Ceftaroline and 7 other fields | High correlation |
Ceftriaxone is highly correlated with Ceftaroline and 4 other fields | High correlation |
Piperacillin-tazobactam is highly correlated with Imipenem and 5 other fields | High correlation |
Ampicillin-sulbactam is highly correlated with Ceftaroline and 6 other fields | High correlation |
Name is uniformly distributed | Uniform |
Name has unique values | Unique |
Ceftobiprole has 173 (7.6%) zeros | Zeros |
Ceftolozane-tazobactam has 174 (7.6%) zeros | Zeros |
MeroRPX7009_fixed8 has 176 (7.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-07 23:41:32.686440 |
|---|---|
| Analysis finished | 2021-06-07 23:42:09.328057 |
| Duration | 36.64 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 2291 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 169.4 KiB |
| Sentry-2017-1002212 | 1 |
|---|---|
| Sentry-2017-1024266 | 1 |
| Sentry-2016-981689 | 1 |
| Sentry-2017-1013040 | 1 |
| Sentry-2018-1077612 | 1 |
| Other values (2286) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.6416412 |
| Min length | 18 |
Characters and Unicode
| Total characters | 42708 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2291 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Sentry-2016-933582 |
|---|---|
| 2nd row | Sentry-2016-934664 |
| 3rd row | Sentry-2016-934829 |
| 4th row | Sentry-2016-934925 |
| 5th row | Sentry-2016-934954 |
Common Values
| Value | Count | Frequency (%) |
| Sentry-2017-1002212 | 1 | < 0.1% |
| Sentry-2017-1024266 | 1 | < 0.1% |
| Sentry-2016-981689 | 1 | < 0.1% |
| Sentry-2017-1013040 | 1 | < 0.1% |
| Sentry-2018-1077612 | 1 | < 0.1% |
| Sentry-2016-980367 | 1 | < 0.1% |
| Sentry-2016-968284 | 1 | < 0.1% |
| Sentry-2017-1014111 | 1 | < 0.1% |
| Sentry-2016-940361 | 1 | < 0.1% |
| Sentry-2018-1044423 | 1 | < 0.1% |
| Other values (2281) | 2281 |
Length
| Value | Count | Frequency (%) |
| sentry-2016-969224 | 1 | < 0.1% |
| sentry-2018-1080175 | 1 | < 0.1% |
| sentry-2017-1014846 | 1 | < 0.1% |
| sentry-2018-1070995 | 1 | < 0.1% |
| sentry-2018-1060799 | 1 | < 0.1% |
| sentry-2017-1035072 | 1 | < 0.1% |
| sentry-2018-1084153 | 1 | < 0.1% |
| sentry-2017-1018780 | 1 | < 0.1% |
| sentry-2017-1001230 | 1 | < 0.1% |
| sentry-2018-1078386 | 1 | < 0.1% |
| Other values (2281) | 2281 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4851 | |
| 0 | 4752 | |
| - | 4582 | |
| 2 | 3428 | 8.0% |
| S | 2291 | 5.4% |
| e | 2291 | 5.4% |
| n | 2291 | 5.4% |
| t | 2291 | 5.4% |
| r | 2291 | 5.4% |
| y | 2291 | 5.4% |
| Other values (7) | 11349 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24380 | |
| Lowercase Letter | 11455 | |
| Dash Punctuation | 4582 | 10.7% |
| Uppercase Letter | 2291 | 5.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4851 | |
| 0 | 4752 | |
| 2 | 3428 | |
| 8 | 2099 | |
| 7 | 2051 | |
| 6 | 1948 | |
| 9 | 1762 | 7.2% |
| 4 | 1195 | 4.9% |
| 3 | 1149 | 4.7% |
| 5 | 1145 | 4.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2291 | |
| n | 2291 | |
| t | 2291 | |
| r | 2291 | |
| y | 2291 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2291 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4582 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 28962 | |
| Latin | 13746 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4851 | |
| 0 | 4752 | |
| - | 4582 | |
| 2 | 3428 | |
| 8 | 2099 | |
| 7 | 2051 | |
| 6 | 1948 | |
| 9 | 1762 | 6.1% |
| 4 | 1195 | 4.1% |
| 3 | 1149 | 4.0% |
Latin
| Value | Count | Frequency (%) |
| S | 2291 | |
| e | 2291 | |
| n | 2291 | |
| t | 2291 | |
| r | 2291 | |
| y | 2291 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42708 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4851 | |
| 0 | 4752 | |
| - | 4582 | |
| 2 | 3428 | 8.0% |
| S | 2291 | 5.4% |
| e | 2291 | 5.4% |
| n | 2291 | 5.4% |
| t | 2291 | 5.4% |
| r | 2291 | 5.4% |
| y | 2291 | 5.4% |
| Other values (7) | 11349 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.659100829 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 11 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.262395627 |
|---|---|
| Coefficient of variation (CV) | 0.7531930877 |
| Kurtosis | -1.53130696 |
| Mean | 5.659100829 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5178590168 |
| Sum | 12965 |
| Variance | 18.16801648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 900 | |
| 12 | 454 | |
| 3 | 294 | 12.8% |
| 11 | 135 | 5.9% |
| 10 | 118 | 5.2% |
| 1 | 78 | 3.4% |
| 9 | 75 | 3.3% |
| 4 | 73 | 3.2% |
| 7 | 56 | 2.4% |
| 8 | 55 | 2.4% |
| Other values (2) | 53 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 78 | 3.4% |
| 2 | 900 | |
| 3 | 294 | 12.8% |
| 4 | 73 | 3.2% |
| 5 | 25 | 1.1% |
| 6 | 28 | 1.2% |
| 7 | 56 | 2.4% |
| 8 | 55 | 2.4% |
| 9 | 75 | 3.3% |
| 10 | 118 | 5.2% |
| Value | Count | Frequency (%) |
| 12 | 454 | |
| 11 | 135 | 5.9% |
| 10 | 118 | 5.2% |
| 9 | 75 | 3.3% |
| 8 | 55 | 2.4% |
| 7 | 56 | 2.4% |
| 6 | 28 | 1.2% |
| 5 | 25 | 1.1% |
| 4 | 73 | 3.2% |
| 3 | 294 |
Piperacillin-tazobactam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 10 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.9349629 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 13 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.045904362 |
|---|---|
| Coefficient of variation (CV) | 0.1714210911 |
| Kurtosis | -0.5152076478 |
| Mean | 11.9349629 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6642081827 |
| Sum | 27343 |
| Variance | 4.18572466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 742 | |
| 13 | 481 | |
| 10 | 283 | 12.4% |
| 11 | 232 | 10.1% |
| 9 | 226 | 9.9% |
| 12 | 174 | 7.6% |
| 8 | 139 | 6.1% |
| 7 | 8 | 0.3% |
| 6 | 5 | 0.2% |
| 0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 6 | 5 | 0.2% |
| 7 | 8 | 0.3% |
| 8 | 139 | 6.1% |
| 9 | 226 | 9.9% |
| 10 | 283 | 12.4% |
| 11 | 232 | 10.1% |
| 12 | 174 | 7.6% |
| 13 | 481 | |
| 14 | 742 |
| Value | Count | Frequency (%) |
| 14 | 742 | |
| 13 | 481 | |
| 12 | 174 | 7.6% |
| 11 | 232 | 10.1% |
| 10 | 283 | 12.4% |
| 9 | 226 | 9.9% |
| 8 | 139 | 6.1% |
| 7 | 8 | 0.3% |
| 6 | 5 | 0.2% |
| 0 | 1 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.33347883 |
| Minimum | 2 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 11 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.911722305 |
|---|---|
| Coefficient of variation (CV) | 0.1850027795 |
| Kurtosis | 7.920233407 |
| Mean | 10.33347883 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.983663753 |
| Sum | 23674 |
| Variance | 3.654682172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1974 | |
| 5 | 52 | 2.3% |
| 8 | 39 | 1.7% |
| 9 | 39 | 1.7% |
| 10 | 37 | 1.6% |
| 3 | 34 | 1.5% |
| 7 | 33 | 1.4% |
| 6 | 29 | 1.3% |
| 2 | 28 | 1.2% |
| 4 | 26 | 1.1% |
| Value | Count | Frequency (%) |
| 2 | 28 | 1.2% |
| 3 | 34 | 1.5% |
| 4 | 26 | 1.1% |
| 5 | 52 | 2.3% |
| 6 | 29 | 1.3% |
| 7 | 33 | 1.4% |
| 8 | 39 | 1.7% |
| 9 | 39 | 1.7% |
| 10 | 37 | 1.6% |
| 11 | 1974 |
| Value | Count | Frequency (%) |
| 11 | 1974 | |
| 10 | 37 | 1.6% |
| 9 | 39 | 1.7% |
| 8 | 39 | 1.7% |
| 7 | 33 | 1.4% |
| 6 | 29 | 1.3% |
| 5 | 52 | 2.3% |
| 4 | 26 | 1.1% |
| 3 | 34 | 1.5% |
| 2 | 28 | 1.2% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.577477084 |
| Minimum | 3 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.437033246 |
|---|---|
| Coefficient of variation (CV) | 0.1500429845 |
| Kurtosis | 11.79385528 |
| Mean | 9.577477084 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.573135714 |
| Sum | 21942 |
| Variance | 2.065064549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 2060 | |
| 3 | 52 | 2.3% |
| 8 | 37 | 1.6% |
| 9 | 33 | 1.4% |
| 5 | 32 | 1.4% |
| 4 | 29 | 1.3% |
| 7 | 29 | 1.3% |
| 6 | 19 | 0.8% |
| Value | Count | Frequency (%) |
| 3 | 52 | 2.3% |
| 4 | 29 | 1.3% |
| 5 | 32 | 1.4% |
| 6 | 19 | 0.8% |
| 7 | 29 | 1.3% |
| 8 | 37 | 1.6% |
| 9 | 33 | 1.4% |
| 10 | 2060 |
| Value | Count | Frequency (%) |
| 10 | 2060 | |
| 9 | 33 | 1.4% |
| 8 | 37 | 1.6% |
| 7 | 29 | 1.3% |
| 6 | 19 | 0.8% |
| 5 | 32 | 1.4% |
| 4 | 29 | 1.3% |
| 3 | 52 | 2.3% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.16542994 |
| Minimum | 2 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 11 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.618709127 |
|---|---|
| Coefficient of variation (CV) | 0.1449750824 |
| Kurtosis | 11.52951142 |
| Mean | 11.16542994 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.271269091 |
| Sum | 25580 |
| Variance | 2.620219236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1288 | |
| 11 | 756 | |
| 10 | 57 | 2.5% |
| 9 | 47 | 2.1% |
| 8 | 38 | 1.7% |
| 4 | 25 | 1.1% |
| 3 | 23 | 1.0% |
| 6 | 21 | 0.9% |
| 7 | 21 | 0.9% |
| 5 | 13 | 0.6% |
| Value | Count | Frequency (%) |
| 2 | 2 | 0.1% |
| 3 | 23 | 1.0% |
| 4 | 25 | 1.1% |
| 5 | 13 | 0.6% |
| 6 | 21 | 0.9% |
| 7 | 21 | 0.9% |
| 8 | 38 | 1.7% |
| 9 | 47 | 2.1% |
| 10 | 57 | 2.5% |
| 11 | 756 |
| Value | Count | Frequency (%) |
| 12 | 1288 | |
| 11 | 756 | |
| 10 | 57 | 2.5% |
| 9 | 47 | 2.1% |
| 8 | 38 | 1.7% |
| 7 | 21 | 0.9% |
| 6 | 21 | 0.9% |
| 5 | 13 | 0.6% |
| 4 | 25 | 1.1% |
| 3 | 23 | 1.0% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.14229594 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 11 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.625339364 |
|---|---|
| Coefficient of variation (CV) | 0.2356192457 |
| Kurtosis | 1.271686137 |
| Mean | 11.14229594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7818242383 |
| Sum | 25527 |
| Variance | 6.892406779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1251 | |
| 15 | 379 | 16.5% |
| 13 | 92 | 4.0% |
| 4 | 89 | 3.9% |
| 10 | 79 | 3.4% |
| 12 | 79 | 3.4% |
| 14 | 69 | 3.0% |
| 9 | 62 | 2.7% |
| 8 | 60 | 2.6% |
| 7 | 58 | 2.5% |
| Other values (5) | 73 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 8 | 0.3% |
| 4 | 89 | |
| 5 | 23 | 1.0% |
| 6 | 40 | |
| 7 | 58 | |
| 8 | 60 | |
| 9 | 62 | |
| 10 | 79 |
| Value | Count | Frequency (%) |
| 15 | 379 | 16.5% |
| 14 | 69 | 3.0% |
| 13 | 92 | 4.0% |
| 12 | 79 | 3.4% |
| 11 | 1251 | |
| 10 | 79 | 3.4% |
| 9 | 62 | 2.7% |
| 8 | 60 | 2.6% |
| 7 | 58 | 2.5% |
| 6 | 40 | 1.7% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.1 KiB |
| 13 | |
|---|---|
| 12 | |
| 11 | 113 |
| 10 | 53 |
| 9 | 22 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.990397206 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4560 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10 |
|---|---|
| 2nd row | 10 |
| 3rd row | 12 |
| 4th row | 12 |
| 5th row | 12 |
Common Values
| Value | Count | Frequency (%) |
| 13 | 1202 | |
| 12 | 901 | |
| 11 | 113 | 4.9% |
| 10 | 53 | 2.3% |
| 9 | 22 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 13 | 1202 | |
| 12 | 901 | |
| 11 | 113 | 4.9% |
| 10 | 53 | 2.3% |
| 9 | 22 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2382 | |
| 3 | 1202 | |
| 2 | 901 | 19.8% |
| 0 | 53 | 1.2% |
| 9 | 22 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4560 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2382 | |
| 3 | 1202 | |
| 2 | 901 | 19.8% |
| 0 | 53 | 1.2% |
| 9 | 22 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4560 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2382 | |
| 3 | 1202 | |
| 2 | 901 | 19.8% |
| 0 | 53 | 1.2% |
| 9 | 22 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2382 | |
| 3 | 1202 | |
| 2 | 901 | 19.8% |
| 0 | 53 | 1.2% |
| 9 | 22 | 0.5% |
Ceftazidime-avibactam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.854648625 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.206243423 |
|---|---|
| Coefficient of variation (CV) | 0.3768361799 |
| Kurtosis | 1.645016745 |
| Mean | 5.854648625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.052905226 |
| Sum | 13413 |
| Variance | 4.86751004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 490 | |
| 5 | 485 | |
| 6 | 431 | |
| 7 | 371 | |
| 8 | 170 | 7.4% |
| 12 | 144 | 6.3% |
| 3 | 106 | 4.6% |
| 9 | 40 | 1.7% |
| 1 | 33 | 1.4% |
| 2 | 18 | 0.8% |
| Other values (2) | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 1 | 33 | 1.4% |
| 2 | 18 | 0.8% |
| 3 | 106 | 4.6% |
| 4 | 490 | |
| 5 | 485 | |
| 6 | 431 | |
| 7 | 371 | |
| 8 | 170 | 7.4% |
| 9 | 40 | 1.7% |
| Value | Count | Frequency (%) |
| 12 | 144 | 6.3% |
| 10 | 1 | < 0.1% |
| 9 | 40 | 1.7% |
| 8 | 170 | 7.4% |
| 7 | 371 | |
| 6 | 431 | |
| 5 | 485 | |
| 4 | 490 | |
| 3 | 106 | 4.6% |
| 2 | 18 | 0.8% |
Ceftobiprole
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.577040594 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 173 |
| Zeros (%) | 7.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11 |
| median | 11 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.40953917 |
|---|---|
| Coefficient of variation (CV) | 0.3560117697 |
| Kurtosis | 2.823983894 |
| Mean | 9.577040594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.137213192 |
| Sum | 21941 |
| Variance | 11.62495735 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1912 | |
| 0 | 173 | 7.6% |
| 2 | 67 | 2.9% |
| 3 | 43 | 1.9% |
| 8 | 24 | 1.0% |
| 7 | 20 | 0.9% |
| 4 | 19 | 0.8% |
| 6 | 9 | 0.4% |
| 10 | 8 | 0.3% |
| 9 | 8 | 0.3% |
| Other values (2) | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 173 | |
| 1 | 2 | 0.1% |
| 2 | 67 | 2.9% |
| 3 | 43 | 1.9% |
| 4 | 19 | 0.8% |
| 5 | 6 | 0.3% |
| 6 | 9 | 0.4% |
| 7 | 20 | 0.9% |
| 8 | 24 | 1.0% |
| 9 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 11 | 1912 | |
| 10 | 8 | 0.3% |
| 9 | 8 | 0.3% |
| 8 | 24 | 1.0% |
| 7 | 20 | 0.9% |
| 6 | 9 | 0.4% |
| 5 | 6 | 0.3% |
| 4 | 19 | 0.8% |
| 3 | 43 | 1.9% |
| 2 | 67 | 2.9% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.353120908 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.629636698 |
|---|---|
| Coefficient of variation (CV) | 0.413912585 |
| Kurtosis | -1.599932348 |
| Mean | 6.353120908 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.474771394 |
| Sum | 14555 |
| Variance | 6.914989164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1036 | |
| 10 | 647 | |
| 5 | 249 | 10.9% |
| 9 | 119 | 5.2% |
| 6 | 115 | 5.0% |
| 7 | 65 | 2.8% |
| 8 | 60 | 2.6% |
| Value | Count | Frequency (%) |
| 4 | 1036 | |
| 5 | 249 | 10.9% |
| 6 | 115 | 5.0% |
| 7 | 65 | 2.8% |
| 8 | 60 | 2.6% |
| 9 | 119 | 5.2% |
| 10 | 647 |
| Value | Count | Frequency (%) |
| 10 | 647 | |
| 9 | 119 | 5.2% |
| 8 | 60 | 2.6% |
| 7 | 65 | 2.8% |
| 6 | 115 | 5.0% |
| 5 | 249 | 10.9% |
| 4 | 1036 |
Ceftolozane-tazobactam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 11 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.218245308 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 174 |
| Zeros (%) | 7.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.585808841 |
|---|---|
| Coefficient of variation (CV) | 0.4363229262 |
| Kurtosis | -0.3197667993 |
| Mean | 8.218245308 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.6264240849 |
| Sum | 18828 |
| Variance | 12.85802504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 813 | |
| 6 | 328 | |
| 7 | 267 | 11.7% |
| 5 | 234 | 10.2% |
| 8 | 183 | 8.0% |
| 0 | 174 | 7.6% |
| 9 | 117 | 5.1% |
| 11 | 70 | 3.1% |
| 10 | 60 | 2.6% |
| 4 | 43 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 3 | 2 | 0.1% |
| 4 | 43 | 1.9% |
| 5 | 234 | |
| 6 | 328 | |
| 7 | 267 | |
| 8 | 183 | |
| 9 | 117 | 5.1% |
| 10 | 60 | 2.6% |
| 11 | 70 | 3.1% |
| Value | Count | Frequency (%) |
| 12 | 813 | |
| 11 | 70 | 3.1% |
| 10 | 60 | 2.6% |
| 9 | 117 | 5.1% |
| 8 | 183 | 8.0% |
| 7 | 267 | 11.7% |
| 6 | 328 | |
| 5 | 234 | 10.2% |
| 4 | 43 | 1.9% |
| 3 | 2 | 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.678306416 |
| Minimum | 3 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.129372876 |
|---|---|
| Coefficient of variation (CV) | 0.5511102513 |
| Kurtosis | -1.634471497 |
| Mean | 5.678306416 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.4865540223 |
| Sum | 13009 |
| Variance | 9.792974598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1141 | |
| 10 | 643 | |
| 4 | 184 | 8.0% |
| 9 | 108 | 4.7% |
| 8 | 75 | 3.3% |
| 7 | 53 | 2.3% |
| 5 | 45 | 2.0% |
| 6 | 42 | 1.8% |
| Value | Count | Frequency (%) |
| 3 | 1141 | |
| 4 | 184 | 8.0% |
| 5 | 45 | 2.0% |
| 6 | 42 | 1.8% |
| 7 | 53 | 2.3% |
| 8 | 75 | 3.3% |
| 9 | 108 | 4.7% |
| 10 | 643 |
| Value | Count | Frequency (%) |
| 10 | 643 | |
| 9 | 108 | 4.7% |
| 8 | 75 | 3.3% |
| 7 | 53 | 2.3% |
| 6 | 42 | 1.8% |
| 5 | 45 | 2.0% |
| 4 | 184 | 8.0% |
| 3 | 1141 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.19947621 |
| Minimum | 3 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.773635077 |
|---|---|
| Coefficient of variation (CV) | 0.1583676811 |
| Kurtosis | 6.728214845 |
| Mean | 11.19947621 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.693767124 |
| Sum | 25658 |
| Variance | 3.145781385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1641 | |
| 11 | 300 | 13.1% |
| 10 | 110 | 4.8% |
| 6 | 51 | 2.2% |
| 7 | 46 | 2.0% |
| 9 | 45 | 2.0% |
| 4 | 38 | 1.7% |
| 8 | 31 | 1.4% |
| 5 | 23 | 1.0% |
| 3 | 6 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 6 | 0.3% |
| 4 | 38 | 1.7% |
| 5 | 23 | 1.0% |
| 6 | 51 | 2.2% |
| 7 | 46 | 2.0% |
| 8 | 31 | 1.4% |
| 9 | 45 | 2.0% |
| 10 | 110 | 4.8% |
| 11 | 300 | 13.1% |
| 12 | 1641 |
| Value | Count | Frequency (%) |
| 12 | 1641 | |
| 11 | 300 | 13.1% |
| 10 | 110 | 4.8% |
| 9 | 45 | 2.0% |
| 8 | 31 | 1.4% |
| 7 | 46 | 2.0% |
| 6 | 51 | 2.2% |
| 5 | 23 | 1.0% |
| 4 | 38 | 1.7% |
| 3 | 6 | 0.3% |
MeroRPX7009_fixed8
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.889567874 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 176 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.585820003 |
|---|---|
| Coefficient of variation (CV) | 0.9219070394 |
| Kurtosis | 0.2089114259 |
| Mean | 3.889567874 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.238544066 |
| Sum | 8911 |
| Variance | 12.8581051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1170 | |
| 12 | 214 | 9.3% |
| 0 | 176 | 7.7% |
| 1 | 140 | 6.1% |
| 6 | 113 | 4.9% |
| 7 | 113 | 4.9% |
| 3 | 89 | 3.9% |
| 8 | 64 | 2.8% |
| 5 | 62 | 2.7% |
| 11 | 51 | 2.2% |
| Other values (3) | 99 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 176 | 7.7% |
| 1 | 140 | 6.1% |
| 2 | 1170 | |
| 3 | 89 | 3.9% |
| 4 | 34 | 1.5% |
| 5 | 62 | 2.7% |
| 6 | 113 | 4.9% |
| 7 | 113 | 4.9% |
| 8 | 64 | 2.8% |
| 9 | 42 | 1.8% |
| Value | Count | Frequency (%) |
| 12 | 214 | |
| 11 | 51 | 2.2% |
| 10 | 23 | 1.0% |
| 9 | 42 | 1.8% |
| 8 | 64 | 2.8% |
| 7 | 113 | |
| 6 | 113 | |
| 5 | 62 | 2.7% |
| 4 | 34 | 1.5% |
| 3 | 89 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Name | Meropenem | Piperacillin-tazobactam | Aztreonam | Ceftriaxone | Ceftaroline | Cefepime | Ampicillin-sulbactam | Ceftazidime-avibactam | Ceftobiprole | Imipenem | Ceftolozane-tazobactam | Doripenem | Ceftazidime | MeroRPX7009_fixed8 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Sentry-2016-933582 | 2 | 8 | 3 | 3 | 3 | 4 | 10 | 4 | 3 | 4 | 5 | 3 | 4 | 2 |
| 1 | Sentry-2016-934664 | 2 | 8 | 3 | 3 | 3 | 4 | 10 | 4 | 2 | 4 | 4 | 3 | 4 | 2 |
| 2 | Sentry-2016-934829 | 12 | 13 | 11 | 10 | 12 | 11 | 12 | 6 | 11 | 10 | 12 | 10 | 12 | 2 |
| 3 | Sentry-2016-934925 | 12 | 13 | 11 | 10 | 12 | 11 | 12 | 8 | 11 | 10 | 12 | 10 | 12 | 3 |
| 4 | Sentry-2016-934954 | 5 | 13 | 11 | 10 | 12 | 11 | 12 | 4 | 11 | 4 | 10 | 5 | 12 | 3 |
| 5 | Sentry-2016-935482 | 1 | 8 | 2 | 3 | 4 | 4 | 9 | 4 | 3 | 4 | 5 | 3 | 4 | 2 |
| 6 | Sentry-2016-935518 | 11 | 13 | 11 | 10 | 12 | 11 | 12 | 12 | 11 | 9 | 12 | 10 | 12 | 11 |
| 7 | Sentry-2016-935521 | 10 | 13 | 11 | 10 | 12 | 11 | 12 | 12 | 11 | 10 | 12 | 10 | 12 | 11 |
| 8 | Sentry-2016-935572 | 2 | 10 | 11 | 10 | 12 | 11 | 12 | 5 | 11 | 4 | 7 | 3 | 12 | 2 |
| 9 | Sentry-2016-935656 | 2 | 10 | 3 | 4 | 6 | 4 | 12 | 5 | 3 | 4 | 5 | 3 | 5 | 2 |
Last rows
| Name | Meropenem | Piperacillin-tazobactam | Aztreonam | Ceftriaxone | Ceftaroline | Cefepime | Ampicillin-sulbactam | Ceftazidime-avibactam | Ceftobiprole | Imipenem | Ceftolozane-tazobactam | Doripenem | Ceftazidime | MeroRPX7009_fixed8 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2281 | Sentry-2018-1087695 | 2 | 10 | 11 | 10 | 11 | 11 | 13 | 4 | 11 | 5 | 6 | 3 | 11 | 2 |
| 2282 | Sentry-2018-1087702 | 4 | 9 | 11 | 10 | 11 | 10 | 12 | 5 | 11 | 4 | 6 | 3 | 11 | 2 |
| 2283 | Sentry-2018-1087723 | 3 | 11 | 11 | 10 | 11 | 14 | 13 | 6 | 11 | 4 | 8 | 3 | 12 | 2 |
| 2284 | Sentry-2018-1087757 | 2 | 10 | 11 | 10 | 11 | 11 | 12 | 4 | 11 | 4 | 5 | 3 | 11 | 2 |
| 2285 | Sentry-2018-1087767 | 2 | 10 | 11 | 10 | 11 | 13 | 13 | 4 | 11 | 4 | 5 | 3 | 11 | 2 |
| 2286 | Sentry-2018-1087789 | 2 | 12 | 11 | 10 | 11 | 15 | 13 | 5 | 11 | 4 | 8 | 3 | 12 | 2 |
| 2287 | Sentry-2018-1087802 | 2 | 10 | 11 | 10 | 11 | 11 | 12 | 4 | 11 | 4 | 6 | 3 | 11 | 2 |
| 2288 | Sentry-2018-1087803 | 2 | 12 | 11 | 10 | 11 | 13 | 13 | 3 | 11 | 4 | 7 | 3 | 12 | 1 |
| 2289 | Sentry-2018-1087824 | 2 | 10 | 11 | 10 | 11 | 12 | 13 | 4 | 11 | 4 | 5 | 3 | 12 | 2 |
| 2290 | Sentry-2018-1087829 | 2 | 11 | 11 | 10 | 11 | 12 | 12 | 4 | 11 | 4 | 6 | 3 | 11 | 2 |